back-translation

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Here are 9 public repositories matching this topic...

harmanpreet93 / low-resource-machine-translation

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Low resource machine translation using Transformers and Iterative Back translation

nlp machine-translation nmt low-resource-languages back-translation bert-embeddings transformer-models

Updated Apr 24, 2020
Python

rhythmcao / unsup-two-stage-semantic-parsing

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Source code and data for paper ``Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing" in ACL 2020.

unsupervised-learning semantic-parsing paraphrasing back-translation denoising-autoencoder cycle-learning dual-reinforcement-learning

Updated Sep 28, 2022
Python

deterministic-algorithms-lab / Back-2-Back-Translation

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An attempt to make Back-Translation differentiable, using probability weighted embeddings for predicted translations in the nucleus of the predicted distribution over target language sentences.

transformer nmt xlm back-translation

Updated Sep 7, 2020
Python

AaronCCWong / transformer-network-with-back-translation

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A PyTorch implementation of a transformer network trained using back-translation

nlp translation deep-learning pytorch back-translation transformer-network

Updated May 13, 2019
Python

CXIAAAAA / Low-Resource-Ted-Talk

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Low resource language machine translation(az,be,tr -> en).

machine-translation attention-mechanism encoder-decoder ted-data bpe back-translation

Updated Nov 10, 2018
Python

sminerport / TextAugmentor

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This repo offers a Python script using NLPAug library & RTT to augment text datasets. It processes TXT files in "data/" folder, translating text and creating augmented versions. Augmented data enhances NLP tasks like chatbot training & text classification. Includes overview of techniques, applications & implementation.